Ant Colony Optimization Algorithm for Building Virtual Machine Images in Cloud Systems

被引：0
|
作者：
Shukhman, Alexander E. [1 ]
Polezhaev, Petr N. [1 ]
Legashev, Leonid V. [1 ]
Ushakov, Yury A. [1 ]
Bolodurina, Irina P. [1 ]
机构：
[1] Orenburg State Univ, Dept Math & Informat Technol, Orenburg, Russia
来源：
PROCEEDINGS OF THE 2018 3RD RUSSIAN-PACIFIC CONFERENCE ON COMPUTER TECHNOLOGY AND APPLICATIONS (RPC) | 2018年
基金：
俄罗斯基础研究基金会;
关键词：
cloud systems; virtual classrooms; virtual machine images; Steiner problem; nt colony optimization;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The paper describes the development of an efficient algorithm for building virtual machine (VM) images in a cloud educational resource datacenter (CERD) providing remote shared access for educational institutions to software packages. In this paper the problem of time optimization for building VM images with limited server disk capacity is formalized. This problem is reduced to the Steiner problem for directed graphs. We have developed the efficient algorithm for building VM images based on ant colony optimization. Comparing the developed algorithm with the greedy algorithm we find that its solutions very effective for the proposed problem.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Ant Colony Algorithm for Building of Virtual Machine Disk Images Within Cloud Systems
    Bolodurina, Irina
    Legashev, Leonid
    Polezhaev, Petr
    Shukhman, Alexander
    Ushakov, Yuri
    SMART INDUSTRY & SMART EDUCATION, 2019, 47 : 701 - 706
  • [2] ANT COLONY OPTIMIZATION OF VIRTUAL MACHINE PLACEMENT FOR DATA LATENCY MINIMIZATION IN CLOUD SYSTEMS
    Pan, Xiaojia
    Wu, Lei
    Wu, Dean
    Sheng, Yongpan
    2015 12TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2015, : 49 - 54
  • [3] An Algorithm Based On Ant Colony Optimization for Provisioning Virtual Sensor in Sensor Cloud
    Lemos, Marcus
    Carvalho, Carlos
    Rabelo, Ricardo
    Mendes, Douglas
    Holanda Filho, Raimir
    2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2017, : 2897 - 2902
  • [4] Resource utilization enhancemnet through live virtual machine migration in cloud using ant colony optimization algorithm
    Sandeep G. Sutar
    Pallavi J. Mali
    Amruta Y. More
    International Journal of Speech Technology, 2020, 23 : 79 - 85
  • [5] Resource utilization enhancemnet through live virtual machine migration in cloud using ant colony optimization algorithm
    Sutar, Sandeep G.
    Mali, Pallavi J.
    More, Amruta Y.
    INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2020, 23 (01) : 79 - 85
  • [6] An ant colony optimization algorithm for scheduling virtual cellular manufacturing systems
    Mak, K. L.
    Peng, P.
    Wang, X. X.
    Lau, T. L.
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2007, 20 (06) : 524 - 537
  • [7] Multi-objective ant colony optimization algorithm for virtual machine placement
    Zhao, Jun
    Ma, Zhong
    Liu, Chi
    Li, Haishan
    Wang, Xinyu
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2015, 42 (03): : 173 - 178
  • [8] FACO: a hybrid fuzzy ant colony optimization algorithm for virtual machine scheduling in high-performance cloud computing
    Awatif Ragmani
    Amina Elomri
    Noreddine Abghour
    Khalid Moussaid
    Mohammed Rida
    Journal of Ambient Intelligence and Humanized Computing, 2020, 11 : 3975 - 3987
  • [9] FACO: a hybrid fuzzy ant colony optimization algorithm for virtual machine scheduling in high-performance cloud computing
    Ragmani, Awatif
    Elomri, Amina
    Abghour, Noreddine
    Moussaid, Khalid
    Rida, Mohammed
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (10) : 3975 - 3987
  • [10] An efficient load balancing algorithm for virtual machine allocation based on ant colony optimization
    Xu, Peng
    He, Guimin
    Li, Zhenhao
    Zhang, Zhongbao
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2018, 14 (12)
12345